{
  "id": 590146,
  "title": "Does Wearing All Black Clothes Affect VL53L7CX ToF Sensor Data Quality?",
  "url": "/competitions/cmi-detect-behavior-with-sensor-data/discussion/590146",
  "author_name": "",
  "post_date": "2025-07-18T06:47:59.540632100Z",
  "votes": 2,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Does the color and reflectivity of the clothing worn by the data subject affect the sensor’s performance or data quality?<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F6625861%2Fa69d7ef0300841b26bf21518c30cd465%2F0ff92c150bc757f40867f8cac131786.png?generation=1752821277204105&amp;alt=media\" alt=\"\"></p>",
  "messages": [
    {
      "id": "3250353",
      "postDate": "07/18/2025 06:47:59",
      "content": "<p>Does the color and reflectivity of the clothing worn by the data subject affect the sensor’s performance or data quality?<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F6625861%2Fa69d7ef0300841b26bf21518c30cd465%2F0ff92c150bc757f40867f8cac131786.png?generation=1752821277204105&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "Does the color and reflectivity of the clothing worn by the data subject affect the sensor’s performance or data quality?\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F6625861%2Fa69d7ef0300841b26bf21518c30cd465%2F0ff92c150bc757f40867f8cac131786.png?generation=1752821277204105&alt=media)",
      "votes": null
    },
    {
      "id": "3250410",
      "postDate": "07/18/2025 09:54:30",
      "content": "<p><a href=\"https://www.kaggle.com/seeingtimes\" target=\"_blank\">@seeingtimes</a> I know you see the woman wearing black clothes and doubt this might impacts the quality. But host does not provide this in demography. Maybe all participants wear black clothes in the experiments. Good viewpoint from you. </p>",
      "rawMarkdown": "seeingtimes I know you see the woman wearing black clothes and doubt this might impacts the quality. But host does not provide this in demography. Maybe all participants wear black clothes in the experiments. Good viewpoint from you.",
      "votes": null
    },
    {
      "id": "3250413",
      "postDate": "07/18/2025 09:59:44",
      "content": "<p>Thanks for replying. Maybe I can figure it out by doing some EDA.</p>",
      "rawMarkdown": "Thanks for replying. Maybe I can figure it out by doing some EDA.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3250410,
      "author_name": "tom99763",
      "author_url": "",
      "post_date": "07/18/2025 09:54:30",
      "content": "<p><a href=\"https://www.kaggle.com/seeingtimes\" target=\"_blank\">@seeingtimes</a> I know you see the woman wearing black clothes and doubt this might impacts the quality. But host does not provide this in demography. Maybe all participants wear black clothes in the experiments. Good viewpoint from you. </p>",
      "votes": null,
      "replies": [
        {
          "id": 3250413,
          "author_name": "seeingtimes",
          "author_url": "",
          "post_date": "07/18/2025 09:59:44",
          "content": "<p>Thanks for replying. Maybe I can figure it out by doing some EDA.</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "3250353": "Does the color and reflectivity of the clothing worn by the data subject affect the sensor’s performance or data quality?\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F6625861%2Fa69d7ef0300841b26bf21518c30cd465%2F0ff92c150bc757f40867f8cac131786.png?generation=1752821277204105&alt=media)",
    "3250410": "seeingtimes I know you see the woman wearing black clothes and doubt this might impacts the quality. But host does not provide this in demography. Maybe all participants wear black clothes in the experiments. Good viewpoint from you.",
    "3250413": "Thanks for replying. Maybe I can figure it out by doing some EDA."
  },
  "source": "meta"
}